nishnik / Deep-Semantic-Similarity-Model-PyTorchLinks
My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
☆211Updated 5 years ago
Alternatives and similar repositories for Deep-Semantic-Similarity-Model-PyTorch
Users that are interested in Deep-Semantic-Similarity-Model-PyTorch are comparing it to the libraries listed below
Sorting:
- Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"☆193Updated 3 years ago
- Tensorflow implementations of various Deep Semantic Matching Models (DSMM).☆228Updated 6 years ago
- A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.☆133Updated 6 years ago
- A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks☆188Updated 8 years ago
- Methods about Deep Learning for Text Matching☆88Updated 6 years ago
- Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow☆277Updated 6 years ago
- ☆149Updated 2 years ago
- This released code corresponds to TACL paper "attentive convolution". Attentive Convolution aims to generate a vector for two sentences.☆104Updated 7 years ago
- The implementation of key value memory networks in tensorflow☆248Updated 6 years ago
- Cleaned code for paper "Natural Language Inference over Interaction Space"☆248Updated 2 years ago
- Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow☆177Updated 8 years ago
- paper note, including personal comments, introduction, code etc☆275Updated 4 years ago
- TextNet: A deep neural network framework for text matching☆106Updated 6 years ago
- Multi-Task Learning in NLP☆94Updated 7 years ago
- Hierarchical Recurrent Encoder Decoder for Query Suggestion☆108Updated 8 years ago
- TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension☆94Updated 8 years ago
- ☆113Updated 7 years ago
- ☆183Updated 7 years ago
- incorporating copying mechanism in sequence-to-sequence learning☆178Updated 8 years ago
- An implementation of skip-thought vectors in Tensorflow☆74Updated 2 years ago
- Kaggle Competition: Using deep learning to solve quora's question pairs problem☆54Updated 7 years ago
- Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop☆90Updated 7 years ago
- Intent parsing and slot filling in PyTorch with seq2seq + attention☆159Updated 7 years ago
- Learning Rank☆78Updated 8 years ago
- NEG loss implemented in pytorch☆124Updated 7 years ago
- Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.☆120Updated 6 years ago
- TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`☆177Updated 6 years ago
- question answering, reading comprehension toolkit☆166Updated 2 years ago
- This is a implementation of the paper A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDING.☆85Updated 7 years ago
- A tensorflow implementation of Convolutional Neural Networks for Sentence Classification☆76Updated 8 years ago